Graphene CLI + quantization research (#1320)

* Implement skeleton for graphene-cli

* Configure gpu surface on non wasm32 targets

* Create window with full hd size

* Create window using the graphen-cli

* Use window size for surface creation

* Reuse surface configuration

* Reduce window size for native applications to 800x600

* Add compute pipeline test

* Poll wgpu execution externally

* Remove cache node after texture upload

* Add profiling instructions

* Add more debug markers

* Evaluate extract node before flattening the network

* Reenable hue saturation node for compilation

* Make hue saturation node work on the gpu + make f32 default for user inputs

* Add version of test files without caching

* Only dispatch each workgroup not pixel

* ICE

* Add quantization to gpu code

* Fix quantization

* Load images at graph runtime

* Fix quantization calculation

* Feature gate quantization

* Use git version of autoquant

* Add license to `graphene-cli`

* Fix graphene-cli test case

* Ignore tests on non unix platforms

* Fix flattening test

node-graph/wgpu-executor/Cargo.toml

@@ -6,6 +6,8 @@ license = "MIT OR Apache-2.0"
 
 [features]
 default = []
+profiling = ["nvtx"]
+passthrough = []
 
 # See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
 
@@ -38,3 +40,4 @@ futures-intrusive = "0.5.0"
 futures = "0.3.25"
 web-sys = { version = "0.3.4", features = ["HtmlCanvasElement"] }
 winit = "0.28.6"
+nvtx = { version = "1.1.1", optional = true }